Triple

T14218632
Position Surface form Disambiguated ID Type / Status
Subject Ready or Not E352426 entity
Predicate screenwriter P2831 FINISHED
Object R. Christopher Murphy
R. Christopher Murphy is a screenwriter best known for co-writing the 2019 horror-comedy film "Ready or Not."
 E1087748 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: R. Christopher Murphy | Statement: [Ready or Not, screenwriter, R. Christopher Murphy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: R. Christopher Murphy
Context triple: [Ready or Not, screenwriter, R. Christopher Murphy]
  • A. Ed Markey
    Ed Markey is a longtime Democratic U.S. senator from Massachusetts known for his leadership on climate and environmental policy, including co-authoring the Green New Deal.
  • B. Jim Himes
    Jim Himes is a Democratic U.S. Representative known for serving Connecticut in Congress, particularly on financial and intelligence policy issues.
  • C. David Cicilline
    David Cicilline is an American politician and attorney who served as a U.S. Representative from Rhode Island and was a prominent advocate for LGBTQ+ rights and antitrust regulation in Congress.
  • D. Ned Lamont
    Ned Lamont is an American businessman and Democratic politician serving as the governor of Connecticut.
  • E. Jim McGovern
    Jim McGovern is a long-serving Democratic U.S. Representative from Massachusetts known for his progressive stances and advocacy on issues like human rights and food security.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: R. Christopher Murphy
Triple: [Ready or Not, screenwriter, R. Christopher Murphy]
Generated description
R. Christopher Murphy is a screenwriter best known for co-writing the 2019 horror-comedy film "Ready or Not."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: R. Christopher Murphy
Target entity description: R. Christopher Murphy is a screenwriter best known for co-writing the 2019 horror-comedy film "Ready or Not."
  • A. Ed Markey
    Ed Markey is a longtime Democratic U.S. senator from Massachusetts known for his leadership on climate and environmental policy, including co-authoring the Green New Deal.
  • B. Jim Himes
    Jim Himes is a Democratic U.S. Representative known for serving Connecticut in Congress, particularly on financial and intelligence policy issues.
  • C. David Cicilline
    David Cicilline is an American politician and attorney who served as a U.S. Representative from Rhode Island and was a prominent advocate for LGBTQ+ rights and antitrust regulation in Congress.
  • D. Ned Lamont
    Ned Lamont is an American businessman and Democratic politician serving as the governor of Connecticut.
  • E. Jim McGovern
    Jim McGovern is a long-serving Democratic U.S. Representative from Massachusetts known for his progressive stances and advocacy on issues like human rights and food security.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de621258d4819085f358cd2cf109e4 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd28121a288190975d5852f9a503d4 completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd29d254608190a9f0b8e5623451aa completed May 8, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_69fd2aa5bf3c8190bb62ce780d417b7d completed May 8, 2026, 12:13 a.m.
Created at: April 10, 2026, 1:06 a.m.